{"id":"W1991677277","doi":"10.1007/s10620-013-2919-z","title":"Effective Tuberculosis and Hepatitis Screening Prior to Anti-TNF-α Therapy: Are We There Yet?","year":2013,"lang":"en","type":"letter","venue":"Digestive Diseases and Sciences","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Latent tuberculosis; Tuberculosis; Tuberculin; Mycobacterium tuberculosis; Immunology; Hepatology; Infliximab; Hepatitis B; Vaccination; Disease; Tuberculosis diagnosis; Intensive care medicine; Internal medicine; Tumor necrosis factor alpha; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003653799,0.0007202005,0.002175065,0.000780594,0.003932704,0.003509002,0.001522208,0.0484023,0.007664728],"category_scores_gemma":[0.02711594,0.000725771,0.001386687,0.0008466291,0.003266425,0.00730104,0.001491003,0.03877666,0.003135059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004646894,"about_ca_system_score_gemma":0.005795063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626878,"about_ca_topic_score_gemma":0.01139963,"domain_scores_codex":[0.9954496,0.001787197,0.0007424143,0.0003787882,0.0009404654,0.0007016533],"domain_scores_gemma":[0.9869321,0.006670119,0.001082645,0.000299485,0.001677533,0.003338144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000364178,0.000508552,0.01975434,0.0004095536,0.000133443,0.02262708,0.0004853764,0.000204648,0.0005716176,0.00690531,0.8712203,0.07681574],"study_design_scores_gemma":[0.000943351,0.0007615215,0.02647531,0.005791163,0.0004691863,0.06645737,0.005550151,0.002227336,0.000620431,0.05805773,0.832279,0.00036748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000838477,0.002844683,0.0001224031,0.98964,0.004667487,0.000006770866,0.00001533912,0.00001231021,0.00185256],"genre_scores_gemma":[0.01820285,0.005782366,0.0008762756,0.889714,0.08224129,0.00003781788,0.00004332093,0.00002059001,0.003081534],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0484023,"threshold_uncertainty_score":0.03371578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530695420637996,"score_gpt":0.3262577689592348,"score_spread":0.2909508147528548,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}